A major 2024–2025 AI trend is Agentic AI scaling into production — AI evolving from single-turn conversational assistants toward autonomous workers ex
As AI-generated content quality rises rapidly, "is this AI-written/generated?" has become a high-frequency question in education, journalism, and law.
MMLU, HumanEval, and HELM are the most-cited LLM evaluation benchmarks. But as model scores on these benchmarks rise, "benchmark saturation" and data
Federated Learning trains machine learning models while data stays local — participants share only model gradients, not raw data, and collaboratively
AI-powered search combines LLM language understanding with real-time web retrieval, returning synthesized answers rather than link lists. Perplexity A
AI code generation tools have evolved from autocomplete assistance to completing full functional modules independently. Copilot, Cursor, and Devin rep
OpenAI's Sora (2024) demonstrated AI generating coherent 60-second high-quality videos from text prompts, shocking the film and creative industry. Vid
Training a large model is a one-time cost; serving hundreds of millions of users accumulates inference costs continuously. Quantization, speculative d
Supervised learning depends on large labeled datasets. Self-supervised learning constructs supervision signals from data itself, learning feature repr
Reinforcement Learning trains AI through environment interaction to maximize cumulative reward — fundamentally different from supervised learning's la